Deep Convolutional Neural Networks Detect no Morphological Differences Between Culture-Positive and Culture-Negative Infectious Keratitis Images.

Journal: Translational vision science & technology
PMID:

Abstract

PURPOSE: To determine whether convolutional neural networks can detect morphological differences between images of microbiologically positive and negative corneal ulcers.

Authors

  • Kaitlin Kogachi
    Casey Eye Institute, Oregon Health & Science University, Portland, OR, USA.
  • Prajna Lalitha
    Aravind Eye Hospital, Madurai, India.
  • N Venkatesh Prajna
    Aravind Eye Hospital, Madurai, Tamil Nadu, India.
  • Rameshkumar Gunasekaran
    Aravind Eye Hospital, Madurai, Tamil Nadu, India.
  • Jeremy D Keenan
    Francis I. Proctor Foundation, University of California San Francisco, San Francisco, CA, United States of America.
  • J Peter Campbell
    Department of Ophthalmology, Oregon Health and Science University, Portland, Oregon.
  • Xubo Song
    Knight Cancer Institute-CEDAR, Oregan Health & Science University, Portland, OR, United States.
  • Travis K Redd
    Francis I. Proctor Foundation, University of California, San Francisco.